Linear Algebra II (for Master's Students)
Syllabus, Bachelor's level, 1MA323
This course has been discontinued.
- Code
- 1MA323
- Education cycle
- First cycle
- Main field(s) of study and in-depth level
- Mathematics G1F
- Grading system
- Fail (U), Pass (3), Pass with credit (4), Pass with distinction (5)
- Finalised by
- The Faculty Board of Science and Technology, 3 February 2021
- Responsible department
- Department of Mathematics
Entry requirements
Single Variable Calculus. Linear Algebra and Geometry I or Algebra and Geometry.
Learning outcomes
On completion of the course the student shall be able to:
- be able to give an account of and use basic vector space concepts such as linear space, linear dependence, basis, dimension, linear transformation;
- be able to give an account of and use basic concepts in the theory of finite dimensional Euclidean spaces;
- be familiar with the concepts of eigenvalue, eigenspace and eigenvector and know how to compute these objects;
- know the spectral theorem for symmetric operators;
- be able to compute the singular value decomposition of a matrix;
- be able to formulate important results and theorems covered by the course;
- be able to use the theory, methods and techniques of the course to solve mathematical problems;
Content
Linear spaces: subspaces, linear span, linear dependence, basis, dimension, change of bases. Matrices: rank, column space and row space, rank factorization. Linear transformations: their matrix and its dependence on the bases, composition and inverse, range and nullspace, the dimension theorem. Euclidean spaces: inner product, the Cauchy-Schwarz inequality, orthogonality, ON-basis, orthogonalisation, orthogonal projection, isometry. Spectral theory: eigenvalues, eigenvectors, eigenspaces, characteristic polynomial, diagonalisability, the spectral theorem, singular value decomposition.
Instruction
Lectures, problem solving sessions and self-study.
Assessment
Written examination at the end of the course.
If there are special reasons for doing so, an examiner may make an exception from the method of assessment indicated and allow a student to be assessed by another method. An example of special reasons might be a certificate regarding special pedagogical support from the disability coordinator of the university.
Other directives
This course cannot be included in the same degree as 1MA024.